We talk about AI daily, but are we actually using it, or just drinking the brand?

2026-06-22 · Source: HackerNoon · Field: Technology & Digital — Artificial Intelligence & Machine Learning, Emerging Technologies & Innovation · Depth: Fundamental Awareness, short

Summary

The article highlights an "AI implementation gap," where widespread discussion of AI, including terms like "AI Agents," does not translate into deep, routine utilization. It draws a parallel with smartphone users who often neglect complex features, using devices primarily for basic functions. The author attributes this lack of true adoption to "unwanted, systemic friction," such as the need for VPNs, slow internet speeds, and frequent connectivity drops, which impose significant cognitive load and deter users from engaging fully with new technologies. This creates a facade where individuals adopt the "brand" of innovation without integrating its substance, akin to a coffee shop in Tehran that maintains a famous name but lacks a stable connection to its source and offers no real substance. The piece, written by Emir in Tehran on June 17, 2026, argues that people often focus on the outward form of technology rather than its true utility.

Key takeaway

For Product Managers or Directors of AI/ML evaluating new technology adoption, recognize that widespread discussion of AI does not equate to deep integration. You should actively identify and mitigate systemic friction points—like connectivity issues or complex setup—that prevent users from truly utilizing your products. Focus on enabling seamless, habitual use rather than just promoting the brand, ensuring your offerings provide genuine substance beyond their name.

Key insights

Many discuss AI's brand without deep use, hindered by systemic friction and a focus on superficial adoption.

Principles

• True innovation adoption requires deep, habitual integration.
• Systemic friction impedes technology utilization.
• Brand recognition often precedes actual understanding.

In practice

• Evaluate actual tech usage beyond buzzwords.
• Identify and reduce systemic friction points.
• Prioritize substance over brand in tech adoption.

Topics

• AI Adoption
• Technology Implementation
• User Experience Friction
• Digital Transformation
• Brand vs. Substance
• Connectivity Challenges

Best for: Consultant, Director of AI/ML, General Interest

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Editorial summary, takeaway, and curation by AIssential. Original article published by HackerNoon.